Following are the various technologies embedded in our proprietary computer codes (A: ATENA; M: Merlin).
Finite Element
- Nonlinear analysis (A-M)
- Algorithms: Newton-Raphson, Secant Newton, Initial Stiffness, Line Search, Arc-Length.
- Time Integration: Implicit (Newmark, Hughes); Explicit (single CPU/Parallel) (A-M).
- Rich libraries of constitutive models for concrete and steel (A-M)
- Embedded or discrete modeling of reinforcement (A-M)
- Static and Dynamic analysis with restart capabilities (A-M)
- Discrete Cracks/interfaces: Over 5 different types of interface elements. (A-M)
- Smeared crack elements. (A-M)
- Reservoir Modeling: Added mass or fluid elements (M)
- Uplift models: Automatic adjustment with crack propagation; Static (FERC) or dynamic uplift (M).
- Scalar Field Problems: Thermal (transient) steady state diffusion analyses. (A-M)
- Staged construction/excavation approximated (A-M).
Seismic Analysis
- Probabilistic Seismic Hazard Analysis (site specific ground motion selection and scaling).
- Real vs Synthetic ground motions.
- Different dynamic analyses techniques (IDA: Incremental Dynamic Analysis; CLA; CLoud Analysis; MSA: Multiple Strip Analyses; ETA: Endurance Time Analyses; POA: Push Over Analysis).
- Selection of optimal intensity measure parameters (sufficiency, efficiency, practicality and Hazard Compatibility).
- Rayleigh Damping: Different coefficients for rock and concrete.
- Radiation damping: Without/with interaction with free field (Lysmer/Miura).
- Ground Motion deconvolution.
Fracture Mechanics
- LEFM (Linear Elastic Fracture Mechanics): 2D and 3D Calculation of stress intensity factors using singular element, or J Integrals.
- EPFM (Elasto-Plastic Fracture Mechanics): J1 and J2 integral calculation.
- Cohesive crack model based on an extension of Hillerborg’s model.
- Fatigue crack propagation with automatic crack propagation.
ASR
Based on Saouma-Perotti model:
- Temperature and relative humidity dependent.
- Material kinetic (expansion vs time) specified.
- Anisotropic expansion accounted for (through expansion redistribution).
- Material degradation.
- Time integration.
- Coupled with automated System Identification ot obtain material parameters from FEA and in-situ irreversible measurements (displacement).
- Can be coupled with subsequent hazard load (hydrological or seismic).
- Fully validated with RILEM Benchmark problems.
- Extensively used for dam, NCS, bridges, walls.
Risk, Reliability, and Resilience
- Seismic and hydrologic fragility functions.
- Time-dependent (aging) reliability assessment
- Determination of rare probability of failure
- Vulnerability assessment and estimation of loss of life, money and downtime
- Risk-based and risk-informed assessment of infra-structures
- Life cycle and resilience evaluation of structures and communities
- Developing dam and nuclear safety management program
- Assessing portfolio of dams and NPPs
Soft Computing
- Advanced data sampling techniques (Monte Carlo, Latin Hypercube, Importance Sampling, Sobol, Halton) with potential correlation
- Accounting for both epistemic and aleatory uncertainties
- Sensitivity analysis, Tornado diagram, and important random variables
- Uncertainty quantification and developing probability-based response
- Machine Learning and matrix completion techniques (neural network, support vector machine, polynomial Chaos expansion, etc.)
- Application of HDMR (high-dimensional data reduction) techniques
- Developing response surface meta-models for generalized applications